Valence is building the world’s most powerful chemistry engine. The company has pioneered the application of few-shot learning in drug design, along with the development of best-in-class AI methods for molecular representation, structure and ligand-based de novo design, and multiparameter optimization, enabling the design of novel chemistry against previously intractable biology. Valence’s AI-based generative chemistry engine has been extensively validated and is being used to identify and design drug candidates in collaboration with industry-leading partners. Valence was founded in 2018, is advised by deep learning pioneer Dr. Yoshua Bengio, and is proudly headquartered in Montreal at Mila, the world’s largest deep learning research institute, with an office in Cambridge, Mass. To learn how Valence can accelerate your drug discovery efforts, please visit www.valencediscovery.com.